Search Results for author: Xinyao Yu

Found 4 papers, 2 papers with code

Memory-Inspired Temporal Prompt Interaction for Text-Image Classification

no code implementations26 Jan 2024 Xinyao Yu, Hao Sun, Ziwei Niu, Rui Qin, Zhenjia Bai, Yen-Wei Chen, Lanfen Lin

We utilize temporal prompts on intermediate layers to imitate the acquiring stage, leverage similarity-based prompt interaction to imitate memory consolidation, and employ prompt generation strategy to imitate memory activation.

Classification Image Classification

Layout-Based Causal Inference for Object Navigation

no code implementations CVPR 2023 Sixian Zhang, Xinhang Song, Weijie Li, Yubing Bai, Xinyao Yu, Shuqiang Jiang

The experience performs a positive effect on helping the agent infer the likely location of the goal when the layout gap between the unseen environments of the test and the prior knowledge obtained in training is minor.

Causal Inference Object

COVID-19 Fake News Detection Using Bidirectional Encoder Representations from Transformers Based Models

1 code implementation30 Sep 2021 Yuxiang Wang, Yongheng Zhang, Xuebo Li, Xinyao Yu

The model performance evaluation results showcase that our best model (BERT finetuned model with frozen parameters plus BiLSTM layers) achieves state-of-the-art results towards COVID-19 fake news detection task.

Fake News Detection

Future-Aware Diverse Trends Framework for Recommendation

1 code implementation1 Nov 2020 Yujie Lu, Shengyu Zhang, Yingxuan Huang, Luyao Wang, Xinyao Yu, Zhou Zhao, Fei Wu

By diverse trends, supposing the future preferences can be diversified, we propose the diverse trends extractor and the time-aware mechanism to represent the possible trends of preferences for a given user with multiple vectors.

Representation Learning Sequential Recommendation

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